Hands-on with JMH, become a benchmarking expert in 30 minutes!

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Devoxx 2015 talk by Tom Vleminckx, see http://cfp.devoxx.be/2015/talk/QRR-2871

@tomvleminckx#Devoxx #Jmh
Hands-on with JMH
Become a benchmarking expert
in 30 minutes!
Tom Vleminckx
FIS (Clear2Pay)

@tomvleminckx#Devoxx #Jmh
Bio
• @tomvleminckx & linkedin.com/in/tvleminckx
• Architect & Lead of Foundation/R&D team Clear2Pay
(now part of FIS)
• Special interest in fintech, performance tuning,
monitoring & operational intelligence

@tomvleminckx#Devoxx #Jmh
Benchmarking - Why
• Baseline key algorithms/components
• Fail early
• Reproduce issues (> stress, > get (un)lucky)
• Qualify
• Complement Code Reviews
• Educate

@tomvleminckx#Devoxx #Jmh
Benchmarking is hard, really hard
• Multi-threading
• Mistakes/limits/knowledge – JMM, measure time, stats
• JIT & CPU (inlining, constant folding, loop unrolling, false
sharing, …)
• Should you write your own framework?

@tomvleminckx#Devoxx #Jmh
Write
• Maven archetype to setup project
• But I’ll be using Gradle
• Multiple JVM languages supported
• @-based
• code generation
• @Setup @Benchmark @TearDown

@tomvleminckx#Devoxx #Jmh
Write
• Some guidelines & Api’s to know about
• Use BlackHole and/or return
• Use State and Scope
=>> first example

@tomvleminckx#Devoxx #Jmh
Run
• Warmup needed
• #threads, #iterations
• Multiple modes
• Throughput
• Avg Time
• Sample Time (percentiles)
• Single Shot

@tomvleminckx#Devoxx #Jmh
Report
• Human readable
• CSV/JSON/… for CI

@tomvleminckx#Devoxx #Jmh
Other
• Producer/Consumer tests supported
• @Group to link @Benchmark instances and
balance/distribute with @GroupThreads
• Reuse benchmarks by using @Param

@tomvleminckx#Devoxx #Jmh
Next/Pointers
• Want to learn more?
• http://openjdk.java.net/projects/code-tools/jmh/
• http://hg.openjdk.java.net/code-tools/jmh/file/tip/jmh-
samples/src/main/java/org/openjdk/jmh/samples
• Get the examples of this talk
• https://github.com/tvleminckx/jmh-devoxx-tia

@tomvleminckx#Devoxx #Jmh
Q&A
• Thanks for being my

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Time Management & Productivity - Best Practices

Time Management & Productivity - Best Practices

The six step guide to practical project management If you think managing projects is too difficult, think again. We’ve stripped back project management processes to the basics – to make it quicker and easier, without sacrificing the vital ingredients for success. “If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.” Dr Andrew Makar, Tactical Project Management

The six step guide to practical project management

The six step guide to practical project management

The six step guide to practical project management

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

RachelPearson36

During this webinar, Anand Bagmar demonstrates how AI tools such as ChatGPT can be applied to various stages of the software development life cycle (SDLC) using an eCommerce application case study. Find the on-demand recording and more info at https://applitools.info/b59 Key takeaways: • Learn how to use ChatGPT to add AI power to your testing and test automation • Understand the limitations of the technology and where human expertise is crucial • Gain insight into different AI-based tools • Adopt AI-based tools to stay relevant and optimize work for developers and testers * ChatGPT and OpenAI belong to OpenAI, L.L.C.

Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...

Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...

Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...

En vedette (20)

Everything You Need To Know About ChatGPT

Everything You Need To Know About ChatGPT

Everything You Need To Know About ChatGPT

Product Design Trends in 2024 | Teenage Engineerings

Product Design Trends in 2024 | Teenage Engineerings

Product Design Trends in 2024 | Teenage Engineerings

How Race, Age and Gender Shape Attitudes Towards Mental Health

How Race, Age and Gender Shape Attitudes Towards Mental Health

How Race, Age and Gender Shape Attitudes Towards Mental Health

AI Trends in Creative Operations 2024 by Artwork Flow.pdf

AI Trends in Creative Operations 2024 by Artwork Flow.pdf

AI Trends in Creative Operations 2024 by Artwork Flow.pdf

Skeleton Culture Code

Skeleton Culture Code

Skeleton Culture Code

PEPSICO Presentation to CAGNY Conference Feb 2024

PEPSICO Presentation to CAGNY Conference Feb 2024

PEPSICO Presentation to CAGNY Conference Feb 2024

Content Methodology: A Best Practices Report (Webinar)

Content Methodology: A Best Practices Report (Webinar)

Content Methodology: A Best Practices Report (Webinar)

How to Prepare For a Successful Job Search for 2024

How to Prepare For a Successful Job Search for 2024

How to Prepare For a Successful Job Search for 2024

Social Media Marketing Trends 2024 // The Global Indie Insights

Social Media Marketing Trends 2024 // The Global Indie Insights

Social Media Marketing Trends 2024 // The Global Indie Insights

Trends In Paid Search: Navigating The Digital Landscape In 2024

Trends In Paid Search: Navigating The Digital Landscape In 2024

Trends In Paid Search: Navigating The Digital Landscape In 2024

5 Public speaking tips from TED - Visualized summary

5 Public speaking tips from TED - Visualized summary

5 Public speaking tips from TED - Visualized summary

ChatGPT and the Future of Work - Clark Boyd

ChatGPT and the Future of Work - Clark Boyd

ChatGPT and the Future of Work - Clark Boyd

Getting into the tech field. what next

Getting into the tech field. what next

Getting into the tech field. what next

Google's Just Not That Into You: Understanding Core Updates & Search Intent

Google's Just Not That Into You: Understanding Core Updates & Search Intent

Google's Just Not That Into You: Understanding Core Updates & Search Intent

How to have difficult conversations

How to have difficult conversations

How to have difficult conversations

Introduction to Data Science

Introduction to Data Science

Introduction to Data Science

Time Management & Productivity - Best Practices

Time Management & Productivity - Best Practices

Time Management & Productivity - Best Practices

The six step guide to practical project management

The six step guide to practical project management

The six step guide to practical project management

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...

Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...

Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...

Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...

Hands-on with JMH, become a benchmarking expert in 30 minutes!

1. @tomvleminckx#Devoxx #Jmh Hands-on with JMH Become a benchmarking expert in 30 minutes! Tom Vleminckx FIS (Clear2Pay)

2. @tomvleminckx#Devoxx #Jmh Bio • @tomvleminckx & linkedin.com/in/tvleminckx • Architect & Lead of Foundation/R&D team Clear2Pay (now part of FIS) • Special interest in fintech, performance tuning, monitoring & operational intelligence

3. @tomvleminckx#Devoxx #Jmh Today • Benchmarking • JMH • Write – Run – Profile – Report • Next/Pointers

4. @tomvleminckx#Devoxx #Jmh Benchmarking - Why • Baseline key algorithms/components • Fail early • Reproduce issues (> stress, > get (un)lucky) • Qualify • Complement Code Reviews • Educate

5. @tomvleminckx#Devoxx #Jmh Benchmarking is hard, really hard • Multi-threading • Mistakes/limits/knowledge – JMM, measure time, stats • JIT & CPU (inlining, constant folding, loop unrolling, false sharing, …) • Should you write your own framework?

6. @tomvleminckx#Devoxx #Jmh Use JMH • Java Micro(*)benchmark Harness (JMH) • Openjdk tool (JIT crowd) • Write-Run-Profile-Report benchmarks • Abstracts away the hard part, @-based

7. @tomvleminckx#Devoxx #Jmh Write • Maven archetype to setup project • But I’ll be using Gradle • Multiple JVM languages supported • @-based • code generation • @Setup @Benchmark @TearDown

8. @tomvleminckx#Devoxx #Jmh Write • Some guidelines & Api’s to know about • Use BlackHole and/or return • Use State and Scope =>> first example

9. @tomvleminckx#Devoxx #Jmh Run • Warmup needed • #threads, #iterations • Multiple modes • Throughput • Avg Time • Sample Time (percentiles) • Single Shot

10. @tomvleminckx#Devoxx #Jmh Profile • STACK – stack sampling • COMP – JIT compiler stats • CL – classloader stats • GC – garbage collection info

11. @tomvleminckx#Devoxx #Jmh Report • Human readable • CSV/JSON/… for CI

12. @tomvleminckx#Devoxx #Jmh Other • Producer/Consumer tests supported • @Group to link @Benchmark instances and balance/distribute with @GroupThreads • Reuse benchmarks by using @Param

13. @tomvleminckx#Devoxx #Jmh Next/Pointers • Want to learn more? • http://openjdk.java.net/projects/code-tools/jmh/ • http://hg.openjdk.java.net/code-tools/jmh/file/tip/jmh- samples/src/main/java/org/openjdk/jmh/samples • Get the examples of this talk • https://github.com/tvleminckx/jmh-devoxx-tia

14. @tomvleminckx#Devoxx #Jmh Q&A • Thanks for being my